I'm a B.E. Computer Science (AI & ML) student at Sri Eshwar College of Engineering (Expected May 2026, CGPA: 8.6), currently working as a Software Developer Intern at nBase2 Systems, Bangalore — building real-world AI systems at the edge.
I love the full stack of AI: from training models in Python to squeezing them onto microcontrollers in C++. Whether it's a RAG pipeline processing 20K+ pages or a mesh network built on ESP-NOW, I enjoy solving problems end-to-end.
- 🔭 Currently working on audio ML models and edge inference on TI AM62A/AM62D SOCs
- 🌱 Deep-diving into MultiAgent frameworks, TFLite optimization, and RAG pipelines
- 🏆 Multiple national hackathon winner (₹65,000+ in prizes)
- 📍 Based in Bangalore / Coimbatore, India
nBase2 Systems Pvt Ltd — Software Developer Intern Feb 2025 – Present
- Developed audio ML models in Python; optimized TFLite models in C++ on TI AM62A/AM62D SOCs
- Built end-to-end edge inference workflow: training → quantization → conversion → firmware integration
- Prototyped RAG-based document retrieval pipelines for a MultiAgent framework (20K+ page documents)
- Developed & deployed a Leave Management System (50+ users) with Next.js, PostgreSQL, AWS Amplify & RDS
Python YOLO ESP-NOW Raspberry Pi ESP32
- Event-driven edge AI framework — YOLO detection activates only on motion trigger, minimizing power consumption
- Self-organizing multi-hop mesh network via ESP-NOW + Protocol Buffers → 76% reduction in payload size
TensorFlow DenseNet121 Transfer Learning OpenCV Streamlit
- Defect classifier on 805 images across 6 classes — 86% accuracy despite constrained dataset
- Handled class imbalance with augmentation; deployed as an interactive Streamlit web app
Python TensorFlow Librosa MFCC
- Spoken digit (0–9) classifier using MFCC + Mel Spectrogram features — 94% accuracy
- Full audio ML pipeline: preprocessing → feature extraction → training → evaluation
| Competition | Prize | |
|---|---|---|
| 🥇 1st Place | JITHACK'24 — JIT Bangalore | ₹50,000 |
| 🥇 1st Place | Hackerrupt'24 — GUVI @ IITM Research Park | ₹15,000 |
| 🥈 Runner-up | AI Hackathon — Karpagam College of Technology | — |
| 🥈 Runner-up | Prompt Engineering Competition — CIT Coimbatore | — |
| 🥇 1st Place | Paper & Project Presentation — PA College of Engineering | — |
Languages
ML / AI
Edge / Embedded
Web / Frameworks
Tools & Cloud
- 🎓 Supervised Machine Learning — DeepLearning.AI
- ☁️ Generative AI & LLMs — Google Cloud
- ☁️ AWS Cloud Practitioner — Amazon Web Services